IMAGE AND VIDEO NOISE - A Comparison of Noise in Images and Video With Regards to Detection and Removal

Adrian J. Clark, Richard D. Green, Robert N. Grant

2007

Abstract

Despite the steady advancement of digital camera technology, noise is an ever present problem with image processing. Low light levels, fast camera motion, and even sources of electromagnetic fields such as electric motors can degrade image quality and increase noise levels. Many approaches to remove this noise from images concentrate on a single image, although more data relevant to noise removal can be obtained from video streams. This paper discusses the advantages of using multiple images over an individual image when removing both local noise, such as salt and pepper noise, and global noise, such as motion blur.

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Paper Citation


in Harvard Style

J. Clark A., D. Green R. and N. Grant R. (2007). IMAGE AND VIDEO NOISE - A Comparison of Noise in Images and Video With Regards to Detection and Removal . In Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, ISBN 978-972-8865-73-3, pages 153-156. DOI: 10.5220/0002041401530156


in Bibtex Style

@conference{visapp07,
author={Adrian J. Clark and Richard D. Green and Robert N. Grant},
title={IMAGE AND VIDEO NOISE - A Comparison of Noise in Images and Video With Regards to Detection and Removal},
booktitle={Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,},
year={2007},
pages={153-156},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002041401530156},
isbn={978-972-8865-73-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,
TI - IMAGE AND VIDEO NOISE - A Comparison of Noise in Images and Video With Regards to Detection and Removal
SN - 978-972-8865-73-3
AU - J. Clark A.
AU - D. Green R.
AU - N. Grant R.
PY - 2007
SP - 153
EP - 156
DO - 10.5220/0002041401530156